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Mapping eviction filings in Cleveland by neighborhood using scraped data from the Cleveland Municipal Court website

Home Page: https://bit.ly/cleveland-eviction-mapping

Shell 0.01% Python 96.97% HTML 0.18% C 0.98% Fortran 0.02% Smarty 0.01% CSS 0.04% JavaScript 1.78% R 0.01%
evictions cleveland scraping visualization mapping d3 leaflet selenium eviction-filings census scraped-data demographics neighborhood

cleveland_eviction_mapping's Introduction

Cleveland Eviction Mapping

I scraped data from the Cleveland Municipal court site on eviction filings from 2014 to 2020. I gathered population, demographic, and home value data from Zillow and the U.S. Census and mapped the per household eviction filing rates next to various demographics. Below, I included a leaflet map to view addresses/data regarding individual eviction filings in a neighborhood.

Live site: https://cleveland-evictions.samlearner.com/

Project was built using:

  • Python/Selenium/BeautifulSoup for scraping data
  • GeoPandas for spatially joining geocoded eviction data to neighborhoods
  • R for gathering ACS demographic data by census block group
  • HTML/CSS/JavaScript/jQuery for basic front-end construction
  • D3/Leaflet for visualizations
  • Heroku for hosting

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